Ali Islam

Multi-scale deep networks and regression forests for direct bi-ventricular volume estimation

Xiantong Zhen, Zhijie Wang, Ali Islam et al. · Medical Image Analysis · 2015 · 114 citations

Engineering, Machine Learning, Data Science +11

Direct Multitype Cardiac Indices Estimation via Joint Representation and Regression Learning

Wufeng Xue, Ali Islam, Mousumi Bhaduri et al. · IEEE Transactions on Medical Imaging · 2017 · 94 citations · Full text

Regional Assessment of Cardiac Left Ventricular Myocardial Function via MRI Statistical Features

Mariam Afshin, Ismail Ben Ayed, Kumaradevan Punithakumar et al. · IEEE Transactions on Medical Imaging · 2013 · 91 citations

Heart Failure, Engineering, Machine Learning +26

Direct Estimation of Cardiac Bi-ventricular Volumes with Regression Forests

Xiantong Zhen, Zhijie Wang, Ali Islam et al. · Lecture notes in computer science · 2014 · 77 citations · Full text

Heart Failure, Direct Estimation, Medical Imaging +8

Direct Estimation of Cardiac Biventricular Volumes With an Adapted Bayesian Formulation

Zhijie Wang, Mohamed Ben Salah, Bin Gu et al. · IEEE Transactions on Biomedical Engineering · 2014 · 69 citations

Heart Failure, Engineering, Machine Learning +26